312 citations · 676 across the 20 of their papers we have counts for
Showing astro-ph.EPShow all
2 papers · 1 filter
astro-ph.EP2019★ 55 cited
Rapid Classification of TESS Planet Candidates with Convolutional Neural Networks
Hugh P. Osborn, Megan Ansdell, Yani Ioannou +6
Accurately and rapidly classifying exoplanet candidates from transit surveys is a goal of growing importance as the data rates from space-based survey missions increases. This is e…
astro-ph.EP2018★ 77 cited
Scientific Domain Knowledge Improves Exoplanet Transit Classification with Deep Learning
Megan Ansdell, Yani Ioannou, Hugh P. Osborn +5
Space-based missions such as Kepler, and soon TESS, provide large datasets that must be analyzed efficiently and systematically. Recent work by Shallue & Vanderburg (2018) successf…